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Better guards for slow imports #1963
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if is_tensorboard_available(): | ||
try: | ||
from torch.utils import tensorboard | ||
except ModuleNotFoundError: | ||
import tensorboardX as tensorboard |
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This will be called to assume tensorboard
is available, and if it's not we should raise the import error in the case of a user is trying to pass their own TensorBoardTracker
instance to the Accelerator
The documentation is not available anymore as the PR was closed or merged. |
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LGTM ! Thanks for taking care of the other dependencies
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LGTM, thanks for working on the speed improvement, Zach, and it's a pleasure to discuss designs with you.
What does this PR do?
This PR guards slower imports better, namely the trackers and especially
deepspeed
across the framework.Alternative to #1961, unless we decide that it's getting too repetitive and we want a wrapper
Fixes # (issue)
Resolves #1952
Speedup
Before, with DeepSpeed installed too:
After:
Before submitting
Pull Request section?
to it if that's the case.
documentation guidelines, and
here are tips on formatting docstrings.
Who can review?
Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
members/contributors who may be interested in your PR.
@SunMarc @BenjaminBossan